Zillow Data

Dataset statistics

Number of variables	25
Number of observations	4943
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	965.6 KiB
Average record size in memory	200.0 B

Variable types

Numeric	17
Categorical	7
Text	1

Alerts

`annualHomeownersInsurance` is highly overall correlated with `bathrooms` and 7 other fields	High correlation
`bathrooms` is highly overall correlated with `annualHomeownersInsurance` and 5 other fields	High correlation
`bedrooms` is highly overall correlated with `annualHomeownersInsurance` and 5 other fields	High correlation
`countyFIPS` is highly overall correlated with `state`	High correlation
`homeType_CONDO` is highly overall correlated with `annualHomeownersInsurance` and 4 other fields	High correlation
`homeType_LOT` is highly overall correlated with `zestimateHighPercent` and 1 other fields	High correlation
`homeType_SINGLE_FAMILY` is highly overall correlated with `annualHomeownersInsurance` and 2 other fields	High correlation
`latitude` is highly overall correlated with `state`	High correlation
`livingArea` is highly overall correlated with `annualHomeownersInsurance` and 5 other fields	High correlation
`longitude` is highly overall correlated with `state`	High correlation
`price` is highly overall correlated with `annualHomeownersInsurance` and 7 other fields	High correlation
`propertyTaxRate` is highly overall correlated with `state`	High correlation
`rentZestimate` is highly overall correlated with `annualHomeownersInsurance` and 6 other fields	High correlation
`state` is highly overall correlated with `countyFIPS` and 4 other fields	High correlation
`zestimate` is highly overall correlated with `annualHomeownersInsurance` and 6 other fields	High correlation
`zestimateHighPercent` is highly overall correlated with `homeType_LOT` and 1 other fields	High correlation
`zestimateLowPercent` is highly overall correlated with `homeType_LOT` and 1 other fields	High correlation
`zipcode` is highly overall correlated with `state`	High correlation
`state` is highly imbalanced (96.5%)	Imbalance
`homeType_APARTMENT` is highly imbalanced (92.7%)	Imbalance
`homeType_LOT` is highly imbalanced (98.5%)	Imbalance
`homeType_MANUFACTURED` is highly imbalanced (97.7%)	Imbalance
`homeType_MULTI_FAMILY` is highly imbalanced (58.7%)	Imbalance
`monthlyHoaFee` is highly skewed (γ1 = 66.59234387)	Skewed
`monthlyHoaFee` has 3954 (80.0%) zeros	Zeros

Reproduction

Analysis started	2024-10-14 17:53:36.830986
Analysis finished	2024-10-14 17:54:51.423087
Duration	1 minute and 14.59 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	3695
Distinct (%)	74.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-148.97898

Minimum	-150.01093
Maximum	-70.4831
Zeros	0
Zeros (%)	0.0%
Negative	4943
Negative (%)	100.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	-150.01093
5-th percentile	-149.9591
Q1	-149.92893
median	-149.87282
Q3	-149.81335
95-th percentile	-149.72786
Maximum	-70.4831
Range	79.52783
Interquartile range (IQR)	0.115585

Descriptive statistics

Standard deviation	7.6134825
Coefficient of variation (CV)	-0.051104409
Kurtosis	75.159795
Mean	-148.97898
Median Absolute Deviation (MAD)	0.05776
Skewness	8.693605
Sum	-736403.08
Variance	57.965116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-149.73212	13	0.3%
-149.94147	13	0.3%
-149.89989	12	0.2%
-149.92009	12	0.2%
-149.72975	11	0.2%
-149.82962	10	0.2%
-149.88034	8	0.2%
-149.89291	8	0.2%
-149.89194	7	0.1%
-149.94337	7	0.1%
Other values (3685)	4842	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-150.01093	1	< 0.1%
-150.0097	1	< 0.1%
-150.00902	1	< 0.1%
-150.00879	1	< 0.1%
-150.00493	1	< 0.1%
-150.0028	1	< 0.1%
-150.00247	1	< 0.1%
-150.00201	1	< 0.1%
-150.00186	1	< 0.1%
-150.00182	1	< 0.1%

Value	Count	Frequency (%)
-70.4831	1	< 0.1%
-70.483406	2	< 0.1%
-71.42977	1	< 0.1%
-72.25583	1	< 0.1%
-73.088585	1	< 0.1%
-73.171455	1	< 0.1%
-73.702896	1	< 0.1%
-73.819725	1	< 0.1%
-73.860085	1	< 0.1%
-73.893456	1	< 0.1%

countyFIPS
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2315.6472

Minimum	1117
Maximum	55079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	1117
5-th percentile	2020
Q1	2020
median	2020
Q3	2020
95-th percentile	2020
Maximum	55079
Range	53962
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3049.2515
Coefficient of variation (CV)	1.3168032
Kurtosis	156.19322
Mean	2315.6472
Median Absolute Deviation (MAD)	0
Skewness	12.03186
Sum	11446244
Variance	9297934.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
2020	4875	98.6%
6065	4	0.1%
12015	4	0.1%
34005	4	0.1%
55079	3	0.1%
10005	3	0.1%
26125	3	0.1%
19155	2	< 0.1%
9001	2	< 0.1%
37071	2	< 0.1%
Other values (34)	41	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1117	2	< 0.1%
2020	4875	98.6%
6059	2	< 0.1%
6065	4	0.1%
6071	2	< 0.1%
8031	1	< 0.1%
9001	2	< 0.1%
9009	1	< 0.1%
10005	3	0.1%
12011	2	< 0.1%

Value	Count	Frequency (%)
55079	3	0.1%
48491	1	< 0.1%
48245	1	< 0.1%
47093	1	< 0.1%
42095	1	< 0.1%
42077	1	< 0.1%
42049	1	< 0.1%
40037	1	< 0.1%
39155	1	< 0.1%
37071	2	< 0.1%

monthlyHoaFee
Real number (ℝ)

SKEWED ZEROS

Distinct	213
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.672871

Minimum	0
Maximum	45929
Zeros	3954
Zeros (%)	80.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	348
Maximum	45929
Range	45929
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	664.56376
Coefficient of variation (CV)	11.522987
Kurtosis	4595.8062
Mean	57.672871
Median Absolute Deviation (MAD)	0
Skewness	66.592344
Sum	285077
Variance	441644.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3954	80.0%
18	29	0.6%
25	28	0.6%
90	24	0.5%
300	23	0.5%
400	21	0.4%
115	20	0.4%
265	19	0.4%
272	17	0.3%
338	16	0.3%
Other values (203)	792	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3954	80.0%
4	13	0.3%
6	5	0.1%
8	5	0.1%
10	2	< 0.1%
11	6	0.1%
12	14	0.3%
13	12	0.2%
15	11	0.2%
16	5	0.1%

Value	Count	Frequency (%)
45929	1	< 0.1%
1307	4	0.1%
1191	1	< 0.1%
1114	1	< 0.1%
873	2	< 0.1%
830	1	< 0.1%
752	4	0.1%
691	1	< 0.1%
681	6	0.1%
664	1	< 0.1%

annualHomeownersInsurance
Real number (ℝ)

HIGH CORRELATION

Distinct	2074
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1681.3073

Minimum	5
Maximum	11550
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	5
5-th percentile	660.1
Q1	1245
median	1630
Q3	1972
95-th percentile	2894.4
Maximum	11550
Range	11545
Interquartile range (IQR)	727

Descriptive statistics

Standard deviation	740.1802
Coefficient of variation (CV)	0.44024088
Kurtosis	13.627176
Mean	1681.3073
Median Absolute Deviation (MAD)	362
Skewness	2.1059821
Sum	8310702
Variance	547866.74
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1630	14	0.3%
1733	12	0.2%
1633	12	0.2%
1743	11	0.2%
1691	11	0.2%
1341	11	0.2%
1677	10	0.2%
1696	10	0.2%
1762	9	0.2%
1310	9	0.2%
Other values (2064)	4834	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
252	1	< 0.1%
335	1	< 0.1%
366	1	< 0.1%
378	2	< 0.1%
382	1	< 0.1%
384	1	< 0.1%
388	1	< 0.1%
394	1	< 0.1%
397	1	< 0.1%

Value	Count	Frequency (%)
11550	1	< 0.1%
8646	1	< 0.1%
8004	1	< 0.1%
7710	1	< 0.1%
6688	1	< 0.1%
6539	1	< 0.1%
6274	1	< 0.1%
6273	1	< 0.1%
6143	1	< 0.1%
6071	1	< 0.1%

state
Categorical

HIGH CORRELATION IMBALANCE

Distinct	27
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

AK	4875
FL	8
TX	7
CA	6
NY	5
Other values (22)	42

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	9886
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	0.2%

Sample

1st row	AK
2nd row	AK
3rd row	AK
4th row	AK
5th row	AK

Common Values

Value	Count	Frequency (%)
AK	4875	98.6%
FL	8	0.2%
TX	7	0.1%
CA	6	0.1%
NY	5	0.1%
MI	4	0.1%
NJ	3	0.1%
MA	3	0.1%
NC	3	0.1%
CT	3	0.1%
Other values (17)	26	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ak	4875	98.6%
fl	8	0.2%
tx	7	0.1%
ca	6	0.1%
ny	5	0.1%
mi	4	0.1%
nj	3	0.1%
ma	3	0.1%
nc	3	0.1%
ct	3	0.1%
Other values (17)	26	0.5%

Most occurring characters

Value	Count	Frequency (%)
A	4891	49.5%
K	4878	49.3%
C	16	0.2%
N	13	0.1%
T	12	0.1%
L	11	0.1%
M	11	0.1%
I	9	0.1%
F	8	0.1%
X	7	0.1%
Other values (11)	30	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9886	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	4891	49.5%
K	4878	49.3%
C	16	0.2%
N	13	0.1%
T	12	0.1%
L	11	0.1%
M	11	0.1%
I	9	0.1%
F	8	0.1%
X	7	0.1%
Other values (11)	30	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9886	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	4891	49.5%
K	4878	49.3%
C	16	0.2%
N	13	0.1%
T	12	0.1%
L	11	0.1%
M	11	0.1%
I	9	0.1%
F	8	0.1%
X	7	0.1%
Other values (11)	30	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9886	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	4891	49.5%
K	4878	49.3%
C	16	0.2%
N	13	0.1%
T	12	0.1%
L	11	0.1%
M	11	0.1%
I	9	0.1%
F	8	0.1%
X	7	0.1%
Other values (11)	30	0.3%

yearBuilt
Real number (ℝ)

Distinct	91
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1976.1088

Minimum	1880
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	1880
5-th percentile	1952
Q1	1969
median	1977
Q3	1983
95-th percentile	1998
Maximum	2022
Range	142
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	13.165797
Coefficient of variation (CV)	0.0066624858
Kurtosis	1.6923806
Mean	1976.1088
Median Absolute Deviation (MAD)	6
Skewness	-0.19036234
Sum	9767906
Variance	173.33821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1983	473	9.6%
1982	340	6.9%
1978	236	4.8%
1975	208	4.2%
1984	197	4.0%
1974	190	3.8%
1977	182	3.7%
1972	181	3.7%
1981	167	3.4%
1976	162	3.3%
Other values (81)	2607	52.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1880	1	< 0.1%
1900	2	< 0.1%
1911	1	< 0.1%
1915	1	< 0.1%
1920	1	< 0.1%
1930	1	< 0.1%
1935	1	< 0.1%
1938	2	< 0.1%
1939	4	0.1%
1940	5	0.1%

Value	Count	Frequency (%)
2022	1	< 0.1%
2021	2	< 0.1%
2020	15	0.3%
2019	8	0.2%
2018	6	0.1%
2017	2	< 0.1%
2016	2	< 0.1%
2015	3	0.1%
2013	2	< 0.1%
2012	2	< 0.1%

latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	4014
Distinct (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.825243

Minimum	26.004696
Maximum	61.231228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	26.004696
5-th percentile	61.121301
Q1	61.146248
median	61.172043
Q3	61.19737
95-th percentile	61.219246
Maximum	61.231228
Range	35.226532
Interquartile range (IQR)	0.051122

Descriptive statistics

Standard deviation	2.9797727
Coefficient of variation (CV)	0.04898908
Kurtosis	79.662601
Mean	60.825243
Median Absolute Deviation (MAD)	0.025612
Skewness	-8.8518289
Sum	300659.18
Variance	8.8790454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61.18444	13	0.3%
61.180492	12	0.2%
61.21068	12	0.2%
61.222507	11	0.2%
61.1795	10	0.2%
61.20454	10	0.2%
61.202625	10	0.2%
61.182777	9	0.2%
61.20415	9	0.2%
61.204155	7	0.1%
Other values (4004)	4840	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26.004696	1	< 0.1%
26.10778	1	< 0.1%
26.15767	1	< 0.1%
26.527695	1	< 0.1%
26.899212	1	< 0.1%
27.343218	1	< 0.1%
27.510103	1	< 0.1%
28.249554	1	< 0.1%
28.95348	1	< 0.1%
29.595736	1	< 0.1%

Value	Count	Frequency (%)
61.231228	1	< 0.1%
61.2311	1	< 0.1%
61.231094	1	< 0.1%
61.23106	1	< 0.1%
61.23081	1	< 0.1%
61.2308	1	< 0.1%
61.23069	1	< 0.1%
61.23066	1	< 0.1%
61.23053	1	< 0.1%
61.2305	1	< 0.1%

rentZestimate
Real number (ℝ)

HIGH CORRELATION

Distinct	2176
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2647.388

Minimum	782
Maximum	11544
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	782
5-th percentile	1593.1
Q1	2176.5
median	2607
Q3	3015
95-th percentile	3931.8
Maximum	11544
Range	10762
Interquartile range (IQR)	838.5

Descriptive statistics

Standard deviation	733.2617
Coefficient of variation (CV)	0.27697553
Kurtosis	5.9702442
Mean	2647.388
Median Absolute Deviation (MAD)	419
Skewness	1.1525559
Sum	13086039
Variance	537672.72
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2804	12	0.2%
1646	11	0.2%
1645	11	0.2%
2594	10	0.2%
1744	10	0.2%
1601	10	0.2%
2701	9	0.2%
1664	9	0.2%
1565	9	0.2%
1824	9	0.2%
Other values (2166)	4843	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
782	1	< 0.1%
846	1	< 0.1%
903	1	< 0.1%
1046	1	< 0.1%
1083	1	< 0.1%
1089	1	< 0.1%
1110	1	< 0.1%
1125	1	< 0.1%
1174	1	< 0.1%
1175	1	< 0.1%

Value	Count	Frequency (%)
11544	1	< 0.1%
7545	1	< 0.1%
6515	1	< 0.1%
6253	1	< 0.1%
6072	1	< 0.1%
6023	1	< 0.1%
5999	1	< 0.1%
5785	1	< 0.1%
5783	1	< 0.1%
5734	1	< 0.1%

city
Text

Distinct	64
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

Length

Max length	17
Median length	9
Mean length	9.0040461
Min length	4

Characters and Unicode

Total characters	44507
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	59 ?
Unique (%)	1.2%

Sample

1st row	Anchorage
2nd row	Anchorage
3rd row	Anchorage
4th row	Anchorage
5th row	Anchorage

Value	Count	Frequency (%)
anchorage	4875	98.2%
new	4	0.1%
seabury	3	0.1%
highland	2	< 0.1%
bethlehem	2	< 0.1%
georgetown	2	< 0.1%
beach	2	< 0.1%
fort	2	< 0.1%
houston	1	< 0.1%
port	1	< 0.1%
Other values (71)	71	1.4%

Most occurring characters

Value	Count	Frequency (%)
e	4941	11.1%
a	4925	11.1%
o	4917	11.0%
n	4916	11.0%
r	4907	11.0%
h	4896	11.0%
c	4890	11.0%
g	4886	11.0%
A	4877	11.0%
l	52	0.1%
Other values (34)	300	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44507	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	4941	11.1%
a	4925	11.1%
o	4917	11.0%
n	4916	11.0%
r	4907	11.0%
h	4896	11.0%
c	4890	11.0%
g	4886	11.0%
A	4877	11.0%
l	52	0.1%
Other values (34)	300	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44507	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	4941	11.1%
a	4925	11.1%
o	4917	11.0%
n	4916	11.0%
r	4907	11.0%
h	4896	11.0%
c	4890	11.0%
g	4886	11.0%
A	4877	11.0%
l	52	0.1%
Other values (34)	300	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44507	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	4941	11.1%
a	4925	11.1%
o	4917	11.0%
n	4916	11.0%
r	4907	11.0%
h	4896	11.0%
c	4890	11.0%
g	4886	11.0%
A	4877	11.0%
l	52	0.1%
Other values (34)	300	0.7%

zestimateLowPercent
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7141412

Minimum	5
Maximum	38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	5
5-th percentile	7
Q1	8
median	9
Q3	11
95-th percentile	14
Maximum	38
Range	33
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4553925
Coefficient of variation (CV)	0.25276475
Kurtosis	9.197602
Mean	9.7141412
Median Absolute Deviation (MAD)	1
Skewness	1.8226147
Sum	48017
Variance	6.0289522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
9	1003	20.3%
10	904	18.3%
8	867	17.5%
11	619	12.5%
7	505	10.2%
12	345	7.0%
13	207	4.2%
6	127	2.6%
14	120	2.4%
5	72	1.5%
Other values (14)	174	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	72	1.5%
6	127	2.6%
7	505	10.2%
8	867	17.5%
9	1003	20.3%
10	904	18.3%
11	619	12.5%
12	345	7.0%
13	207	4.2%
14	120	2.4%

Value	Count	Frequency (%)
38	1	< 0.1%
30	1	< 0.1%
26	1	< 0.1%
25	7	0.1%
24	2	< 0.1%
23	3	0.1%
22	6	0.1%
21	1	< 0.1%
20	6	0.1%
19	18	0.4%

timeOnZillow
Real number (ℝ)

Distinct	2481
Distinct (%)	50.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3777.7107

Minimum	1
Maximum	19949
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1335.1
Q1	3160
median	3779
Q3	4394.5
95-th percentile	6276.9
Maximum	19949
Range	19948
Interquartile range (IQR)	1234.5

Descriptive statistics

Standard deviation	1563.5603
Coefficient of variation (CV)	0.41389095
Kurtosis	8.655801
Mean	3777.7107
Median Absolute Deviation (MAD)	616
Skewness	1.2216537
Sum	18673224
Variance	2444720.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3917	14	0.3%
3758	14	0.3%
3644	14	0.3%
3581	14	0.3%
3728	13	0.3%
4085	12	0.2%
3729	11	0.2%
4127	11	0.2%
3574	11	0.2%
3532	11	0.2%
Other values (2471)	4818	97.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
4	1	< 0.1%
5	4	0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	3	0.1%
12	3	0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
19949	3	0.1%
11640	1	< 0.1%
11152	1	< 0.1%
11065	1	< 0.1%
10994	1	< 0.1%
10777	1	< 0.1%
10766	1	< 0.1%
10759	2	< 0.1%
10701	1	< 0.1%
10575	1	< 0.1%

zestimate
Real number (ℝ)

HIGH CORRELATION

Distinct	3198
Distinct (%)	64.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	400226.74

Minimum	65000
Maximum	2751800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	65000
5-th percentile	157340
Q1	296400
median	388100
Q3	469550
95-th percentile	689240
Maximum	2751800
Range	2686800
Interquartile range (IQR)	173150

Descriptive statistics

Standard deviation	176022.86
Coefficient of variation (CV)	0.43980785
Kurtosis	13.705396
Mean	400226.74
Median Absolute Deviation (MAD)	86200
Skewness	2.1119346
Sum	1.9783208 × 10⁹
Variance	3.0984048 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
388100	7	0.1%
462800	6	0.1%
411600	6	0.1%
420900	6	0.1%
375900	6	0.1%
403900	6	0.1%
394000	6	0.1%
419500	6	0.1%
350200	5	0.1%
417600	5	0.1%
Other values (3188)	4884	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65000	1	< 0.1%
79700	1	< 0.1%
87100	1	< 0.1%
90100	2	< 0.1%
91000	1	< 0.1%
91500	1	< 0.1%
92400	1	< 0.1%
93800	1	< 0.1%
94600	1	< 0.1%
95600	1	< 0.1%

Value	Count	Frequency (%)
2751800	1	< 0.1%
2058500	1	< 0.1%
1905800	1	< 0.1%
1835600	1	< 0.1%
1592300	1	< 0.1%
1556900	1	< 0.1%
1493700	1	< 0.1%
1493600	1	< 0.1%
1462700	1	< 0.1%
1445400	1	< 0.1%

livingArea
Real number (ℝ)

HIGH CORRELATION

Distinct	1860
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1812.9887

Minimum	1
Maximum	14500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	1
5-th percentile	744
Q1	1171.5
median	1716
Q3	2147.5
95-th percentile	3511.8
Maximum	14500
Range	14499
Interquartile range (IQR)	976

Descriptive statistics

Standard deviation	907.71194
Coefficient of variation (CV)	0.5006716
Kurtosis	16.452872
Mean	1812.9887
Median Absolute Deviation (MAD)	500
Skewness	2.3742231
Sum	8961603
Variance	823940.97
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1040	67	1.4%
1920	51	1.0%
1824	47	1.0%
1872	43	0.9%
1728	39	0.8%
1976	32	0.6%
1200	31	0.6%
988	27	0.5%
1152	26	0.5%
1500	23	0.5%
Other values (1850)	4557	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
20	1	< 0.1%
320	1	< 0.1%
399	2	< 0.1%
400	1	< 0.1%
404	1	< 0.1%
415	1	< 0.1%
446	1	< 0.1%
450	1	< 0.1%

Value	Count	Frequency (%)
14500	1	< 0.1%
13244	1	< 0.1%
8349	1	< 0.1%
7500	1	< 0.1%
7227	1	< 0.1%
7010	2	< 0.1%
7004	1	< 0.1%
6984	1	< 0.1%
6878	1	< 0.1%
6692	1	< 0.1%

zipcode
Real number (ℝ)

HIGH CORRELATION

Distinct	75
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98716.434

Minimum	2649
Maximum	99518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	2649
5-th percentile	99501
Q1	99502
median	99507
Q3	99515
95-th percentile	99518
Maximum	99518
Range	96869
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7461.2715
Coefficient of variation (CV)	0.075582871
Kurtosis	107.03132
Mean	98716.434
Median Absolute Deviation (MAD)	5
Skewness	-10.18448
Sum	4.8795533 × 10⁸
Variance	55670572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99507	900	18.2%
99502	838	17.0%
99508	737	14.9%
99517	607	12.3%
99504	405	8.2%
99518	396	8.0%
99501	348	7.0%
99515	248	5.0%
99503	240	4.9%
99516	156	3.2%
Other values (65)	68	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2649	3	0.1%
2865	1	< 0.1%
6401	1	< 0.1%
6415	1	< 0.1%
6607	1	< 0.1%
8054	1	< 0.1%
8088	1	< 0.1%
8332	1	< 0.1%
10704	1	< 0.1%
11355	1	< 0.1%

Value	Count	Frequency (%)
99518	396	8.0%
99517	607	12.3%
99516	156	3.2%
99515	248	5.0%
99508	737	14.9%
99507	900	18.2%
99504	405	8.2%
99503	240	4.9%
99502	838	17.0%
99501	348	7.0%

propertyTaxRate
Real number (ℝ)

HIGH CORRELATION

Distinct	56
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3070362

Minimum	0
Maximum	2.43
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1.31
Q1	1.31
median	1.31
Q3	1.31
95-th percentile	1.31
Maximum	2.43
Range	2.43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.070111319
Coefficient of variation (CV)	0.053641451
Kurtosis	157.39508
Mean	1.3070362
Median Absolute Deviation (MAD)	0
Skewness	-5.6114206
Sum	6460.68
Variance	0.004915597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.31	4874	98.6%
0.63	3	0.1%
0.59	2	< 0.1%
0.66	2	< 0.1%
1.14	2	< 0.1%
0.91	2	< 0.1%
1.36	2	< 0.1%
0	2	< 0.1%
0.31	2	< 0.1%
0.41	2	< 0.1%
Other values (46)	50	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.31	2	< 0.1%
0.41	2	< 0.1%
0.42	2	< 0.1%
0.45	1	< 0.1%
0.57	1	< 0.1%
0.59	2	< 0.1%
0.61	1	< 0.1%
0.62	1	< 0.1%
0.63	3	0.1%

Value	Count	Frequency (%)
2.43	1	< 0.1%
2.35	1	< 0.1%
2.22	2	< 0.1%
2.13	1	< 0.1%
1.89	1	< 0.1%
1.87	1	< 0.1%
1.85	1	< 0.1%
1.72	1	< 0.1%
1.69	1	< 0.1%
1.66	1	< 0.1%

bathrooms
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0984422

Minimum	0
Maximum	30
Zeros	24
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1.5
median	2
Q3	2.5
95-th percentile	3.5
Maximum	30
Range	30
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.97919505
Coefficient of variation (CV)	0.4666295
Kurtosis	162.74267
Mean	2.0984422
Median Absolute Deviation (MAD)	0.5
Skewness	6.8613747
Sum	10372.6
Variance	0.95882295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	1960	39.7%
1	932	18.9%
3	673	13.6%
2.5	580	11.7%
1.5	417	8.4%
4	133	2.7%
3.5	95	1.9%
5	32	0.6%
4.5	24	0.5%
0	24	0.5%
Other values (15)	73	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	0.5%
0.5	10	0.2%
1	932	18.9%
1.3	1	< 0.1%
1.5	417	8.4%
1.75	15	0.3%
1.8	1	< 0.1%
2	1960	39.7%
2.25	3	0.1%
2.5	580	11.7%

Value	Count	Frequency (%)
30	1	< 0.1%
21	1	< 0.1%
10	1	< 0.1%
8	1	< 0.1%
7	3	0.1%
6.5	1	< 0.1%
6	11	0.2%
5.5	8	0.2%
5	32	0.6%
4.5	24	0.5%

bedrooms
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2055432

Minimum	0
Maximum	30
Zeros	8
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	3
Q3	4
95-th percentile	5
Maximum	30
Range	30
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2507519
Coefficient of variation (CV)	0.39018409
Kurtosis	54.123993
Mean	3.2055432
Median Absolute Deviation (MAD)	1
Skewness	3.5497933
Sum	15845
Variance	1.5643804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	2091	42.3%
4	1203	24.3%
2	1000	20.2%
5	245	5.0%
1	200	4.0%
6	138	2.8%
7	25	0.5%
8	14	0.3%
10	11	0.2%
0	8	0.2%
Other values (4)	8	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.2%
1	200	4.0%
2	1000	20.2%
3	2091	42.3%
4	1203	24.3%
5	245	5.0%
6	138	2.8%
7	25	0.5%
8	14	0.3%
9	5	0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
21	1	< 0.1%
14	1	< 0.1%
10	11	0.2%
9	5	0.1%
8	14	0.3%
7	25	0.5%
6	138	2.8%
5	245	5.0%
4	1203	24.3%

price
Real number (ℝ)

HIGH CORRELATION

Distinct	3196
Distinct (%)	64.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	400306.77

Minimum	1250
Maximum	2750000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	1250
5-th percentile	157120
Q1	296400
median	388200
Q3	469550
95-th percentile	689240
Maximum	2750000
Range	2748750
Interquartile range (IQR)	173150

Descriptive statistics

Standard deviation	176233.14
Coefficient of variation (CV)	0.44024522
Kurtosis	13.626887
Mean	400306.77
Median Absolute Deviation (MAD)	86200
Skewness	2.105954
Sum	1.9787164 × 10⁹
Variance	3.1058121 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
388100	7	0.1%
420900	6	0.1%
375900	6	0.1%
419500	6	0.1%
403900	6	0.1%
462800	6	0.1%
394000	6	0.1%
411600	6	0.1%
417600	5	0.1%
412600	5	0.1%
Other values (3186)	4884	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1250	1	< 0.1%
60000	1	< 0.1%
79700	1	< 0.1%
87100	1	< 0.1%
90100	2	< 0.1%
91000	1	< 0.1%
91500	1	< 0.1%
92400	1	< 0.1%
93800	1	< 0.1%
94600	1	< 0.1%

Value	Count	Frequency (%)
2750000	1	< 0.1%
2058500	1	< 0.1%
1905800	1	< 0.1%
1835600	1	< 0.1%
1592300	1	< 0.1%
1556900	1	< 0.1%
1493700	1	< 0.1%
1493600	1	< 0.1%
1462700	1	< 0.1%
1445400	1	< 0.1%

zestimateHighPercent
Real number (ℝ)

HIGH CORRELATION

Distinct	30
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7857576

Minimum	5
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.7 KiB

Quantile statistics

Minimum	5
5-th percentile	7
Q1	8
median	9
Q3	11
95-th percentile	14
Maximum	59
Range	54
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8008973
Coefficient of variation (CV)	0.28622182
Kurtosis	29.525557
Mean	9.7857576
Median Absolute Deviation (MAD)	1
Skewness	3.1715261
Sum	48371
Variance	7.8450258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
9	1008	20.4%
8	917	18.6%
10	846	17.1%
11	548	11.1%
7	524	10.6%
12	339	6.9%
13	211	4.3%
6	126	2.5%
14	110	2.2%
15	92	1.9%
Other values (20)	222	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	70	1.4%
6	126	2.5%
7	524	10.6%
8	917	18.6%
9	1008	20.4%
10	846	17.1%
11	548	11.1%
12	339	6.9%
13	211	4.3%
14	110	2.2%

Value	Count	Frequency (%)
59	1	< 0.1%
41	1	< 0.1%
33	1	< 0.1%
31	2	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
27	3	0.1%
26	4	0.1%
25	2	< 0.1%

homeType_APARTMENT
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

0	4899
1	44

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

Most occurring characters

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4899	99.1%
1	44	0.9%

homeType_CONDO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

0	4192
1	751

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

Most occurring characters

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4192	84.8%
1	751	15.2%

homeType_LOT
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

0	4936
1	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4936	99.9%
1	7	0.1%

homeType_MANUFACTURED
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

0	4932
1	11

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4932	99.8%
1	11	0.2%

homeType_MULTI_FAMILY
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

0	4532
1	411

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

Most occurring characters

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4532	91.7%
1	411	8.3%

homeType_SINGLE_FAMILY
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.7 KiB

1	3613
0	1330

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4943
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Most occurring characters

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	3613	73.1%
0	1330	26.9%

Auto

Heatmap
Table

	annualHomeownersInsurance	bathrooms	bedrooms	countyFIPS	homeType_APARTMENT	homeType_CONDO	homeType_LOT	homeType_MANUFACTURED	homeType_MULTI_FAMILY	homeType_SINGLE_FAMILY	latitude	livingArea	longitude	monthlyHoaFee	price	propertyTaxRate	rentZestimate	state	timeOnZillow	yearBuilt	zestimate	zestimateHighPercent	zestimateLowPercent	zipcode
annualHomeownersInsurance	1.000	0.711	0.662	-0.030	0.082	0.672	0.000	0.084	0.157	0.522	-0.281	0.879	-0.052	-0.257	1.000	-0.001	0.837	0.206	-0.025	0.071	1.000	-0.047	-0.175	-0.014
bathrooms	0.711	1.000	0.592	0.006	0.000	0.086	0.000	0.000	0.237	0.056	-0.221	0.755	0.007	-0.060	0.711	-0.013	0.760	0.169	-0.060	0.228	0.711	-0.115	-0.216	0.024
bedrooms	0.662	0.592	1.000	-0.057	0.057	0.290	0.000	0.000	0.417	0.164	-0.110	0.729	0.027	-0.278	0.662	0.036	0.668	0.154	-0.002	-0.037	0.662	-0.076	-0.145	0.031
countyFIPS	-0.030	0.006	-0.057	1.000	0.000	0.000	0.000	0.132	0.000	0.018	-0.190	-0.013	0.190	0.032	-0.030	-0.289	-0.041	0.836	-0.107	0.073	-0.030	0.043	0.015	-0.192
homeType_APARTMENT	0.082	0.000	0.057	0.000	1.000	0.034	0.000	0.000	0.020	0.153	0.000	0.104	0.000	0.000	0.082	0.000	0.151	0.000	0.024	0.034	0.043	0.142	0.167	0.000
homeType_CONDO	0.672	0.086	0.290	0.000	0.034	1.000	0.000	0.000	0.126	0.697	0.021	0.450	0.000	0.000	0.671	0.040	0.550	0.000	0.031	0.228	0.539	0.093	0.173	0.000
homeType_LOT	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.054	0.000	0.265	0.000	0.000	0.000	0.000	0.050	0.000	0.000	0.073	0.000	0.596	0.574	0.000
homeType_MANUFACTURED	0.084	0.000	0.000	0.132	0.000	0.000	0.000	1.000	0.000	0.072	0.228	0.026	0.267	0.000	0.084	0.237	0.028	0.419	0.011	0.000	0.051	0.262	0.283	0.165
homeType_MULTI_FAMILY	0.157	0.237	0.417	0.000	0.020	0.126	0.000	0.000	1.000	0.495	0.000	0.234	0.011	0.000	0.157	0.057	0.145	0.051	0.040	0.145	0.170	0.078	0.121	0.000
homeType_SINGLE_FAMILY	0.522	0.056	0.164	0.018	0.153	0.697	0.054	0.072	0.495	1.000	0.030	0.311	0.047	0.000	0.521	0.045	0.482	0.051	0.064	0.164	0.383	0.143	0.203	0.011
latitude	-0.281	-0.221	-0.110	-0.190	0.000	0.021	0.000	0.228	0.000	0.030	1.000	-0.193	0.165	-0.042	-0.281	0.062	-0.293	0.878	0.047	-0.347	-0.282	0.249	0.271	-0.034
livingArea	0.879	0.755	0.729	-0.013	0.104	0.450	0.265	0.026	0.234	0.311	-0.193	1.000	0.018	-0.214	0.879	0.016	0.820	0.104	0.005	0.015	0.879	0.027	-0.088	-0.017
longitude	-0.052	0.007	0.027	0.190	0.000	0.000	0.000	0.267	0.011	0.047	0.165	0.018	1.000	-0.021	-0.052	-0.062	-0.061	0.957	0.039	0.051	-0.052	0.016	0.025	0.001
monthlyHoaFee	-0.257	-0.060	-0.278	0.032	0.000	0.000	0.000	0.000	0.000	0.000	-0.042	-0.214	-0.021	1.000	-0.257	-0.032	-0.184	0.000	-0.062	0.155	-0.257	-0.023	-0.004	-0.011
price	1.000	0.711	0.662	-0.030	0.082	0.671	0.000	0.084	0.157	0.521	-0.281	0.879	-0.052	-0.257	1.000	-0.001	0.837	0.206	-0.025	0.071	1.000	-0.047	-0.175	-0.014
propertyTaxRate	-0.001	-0.013	0.036	-0.289	0.000	0.040	0.000	0.237	0.057	0.045	0.062	0.016	-0.062	-0.032	-0.001	1.000	0.003	0.776	0.056	-0.033	-0.000	-0.032	-0.019	0.057
rentZestimate	0.837	0.760	0.668	-0.041	0.151	0.550	0.050	0.028	0.145	0.482	-0.293	0.820	-0.061	-0.184	0.837	0.003	1.000	0.138	-0.017	0.126	0.837	-0.115	-0.208	-0.005
state	0.206	0.169	0.154	0.836	0.000	0.000	0.000	0.419	0.051	0.051	0.878	0.104	0.957	0.000	0.206	0.776	0.138	1.000	0.056	0.436	0.219	0.162	0.196	0.967
timeOnZillow	-0.025	-0.060	-0.002	-0.107	0.024	0.031	0.000	0.011	0.040	0.064	0.047	0.005	0.039	-0.062	-0.025	0.056	-0.017	0.056	1.000	-0.033	-0.024	0.253	0.289	0.024
yearBuilt	0.071	0.228	-0.037	0.073	0.034	0.228	0.073	0.000	0.145	0.164	-0.347	0.015	0.051	0.155	0.071	-0.033	0.126	0.436	-0.033	1.000	0.072	-0.449	-0.447	-0.008
zestimate	1.000	0.711	0.662	-0.030	0.043	0.539	0.000	0.051	0.170	0.383	-0.282	0.879	-0.052	-0.257	1.000	-0.000	0.837	0.219	-0.024	0.072	1.000	-0.047	-0.174	-0.014
zestimateHighPercent	-0.047	-0.115	-0.076	0.043	0.142	0.093	0.596	0.262	0.078	0.143	0.249	0.027	0.016	-0.023	-0.047	-0.032	-0.115	0.162	0.253	-0.449	-0.047	1.000	0.953	-0.070
zestimateLowPercent	-0.175	-0.216	-0.145	0.015	0.167	0.173	0.574	0.283	0.121	0.203	0.271	-0.088	0.025	-0.004	-0.175	-0.019	-0.208	0.196	0.289	-0.447	-0.174	0.953	1.000	-0.054
zipcode	-0.014	0.024	0.031	-0.192	0.000	0.000	0.000	0.165	0.000	0.011	-0.034	-0.017	0.001	-0.011	-0.014	0.057	-0.005	0.967	0.024	-0.008	-0.014	-0.070	-0.054	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	longitude	countyFIPS	annualHomeownersInsurance	state	yearBuilt	latitude	rentZestimate	city	zestimateLowPercent	timeOnZillow	zestimate	livingArea	zipcode	propertyTaxRate	bathrooms	bedrooms	price	zestimateHighPercent	homeType_CONDO	homeType_MULTI_FAMILY	homeType_SINGLE_FAMILY
0	-149.90807	2020.0	2840	AK	1959.0	61.217308	3142.0	Anchorage	12.0	3609.0	676100.0	2668.0	99501	1.31	2.0	3.0	676100	13.0	0	0	1
1	-149.90822	2020.0	2934	AK	1961.0	61.217136	3113.0	Anchorage	12.0	2098.0	698600.0	3179.0	99501	1.31	2.0	3.0	698600	13.0	0	0	1
2	-149.90833	2020.0	4187	AK	1983.0	61.217000	4282.0	Anchorage	12.0	3758.0	996800.0	3059.0	99501	1.31	3.0	4.0	996800	14.0	0	0	1
3	-149.90834	2020.0	2920	AK	1947.0	61.216720	3458.0	Anchorage	15.0	3543.0	695300.0	1642.0	99501	1.31	2.0	5.0	695300	16.0	0	0	1
4	-149.90749	2020.0	4100	AK	2000.0	61.217120	4161.0	Anchorage	18.0	3953.0	976100.0	4483.0	99501	1.31	4.0	4.0	976100	24.0	1	0	0
5	-149.90723	2020.0	2535	AK	2018.0	61.217003	3943.0	Anchorage	11.0	3011.0	603600.0	2560.0	99501	1.31	3.5	3.0	603600	13.0	1	0	0
6	-149.90723	2020.0	3042	AK	1961.0	61.217140	3318.0	Anchorage	11.0	1512.0	724400.0	3224.0	99501	1.31	3.0	6.0	724400	12.0	0	1	0
7	-149.90546	2020.0	1865	AK	1978.0	61.218330	3591.0	Anchorage	11.0	1201.0	444100.0	2087.0	99501	1.31	3.0	2.0	444100	12.0	1	0	0
8	-149.91057	2020.0	862	AK	1973.0	61.214520	1945.0	Anchorage	13.0	5089.0	205200.0	899.0	99501	1.31	1.0	2.0	205200	13.0	1	0	0
9	-149.91037	2020.0	1944	AK	1930.0	61.215305	2128.0	Anchorage	12.0	3672.0	462800.0	678.0	99501	1.31	1.0	1.0	462800	13.0	0	0	1

	longitude	countyFIPS	monthlyHoaFee	annualHomeownersInsurance	state	yearBuilt	latitude	rentZestimate	city	zestimateLowPercent	timeOnZillow	zestimate	livingArea	zipcode	propertyTaxRate	bathrooms	bedrooms	price	zestimateHighPercent	homeType_SINGLE_FAMILY
4933	-149.77844	2020.0	28.0	2314	AK	1974.0	61.114754	3658.0	Anchorage	9.0	4243.0	550900.0	2688.0	99516	1.31	2.0	4.0	550900	9.0	1
4934	-149.78017	2020.0	28.0	1933	AK	1974.0	61.114730	3427.0	Anchorage	9.0	3875.0	460300.0	1872.0	99516	1.31	2.0	3.0	460300	9.0	1
4935	-149.78795	2020.0	28.0	1835	AK	1974.0	61.115578	3172.0	Anchorage	9.0	4057.0	436800.0	1789.0	99516	1.31	2.0	3.0	436800	9.0	1
4936	-149.78871	2020.0	28.0	1803	AK	1974.0	61.114285	2845.0	Anchorage	9.0	3903.0	429400.0	1496.0	99516	1.31	2.5	3.0	429400	10.0	1
4937	-149.78606	2020.0	28.0	1916	AK	1974.0	61.114563	3226.0	Anchorage	9.0	4164.0	456300.0	1838.0	99516	1.31	2.0	3.0	456300	9.0	1
4938	-149.78406	2020.0	28.0	2764	AK	1978.0	61.115010	3903.0	Anchorage	10.0	1838.0	658100.0	4263.0	99516	1.31	2.5	3.0	658100	10.0	1
4939	-149.78296	2020.0	28.0	2160	AK	1974.0	61.115078	3562.0	Anchorage	9.0	3925.0	514200.0	2200.0	99516	1.31	2.0	4.0	514200	9.0	1
4940	-149.75220	2020.0	45.0	2768	AK	1972.0	61.124302	4917.0	Anchorage	11.0	3260.0	659000.0	4180.0	99507	1.31	4.5	5.0	659000	12.0	1
4941	-149.75658	2020.0	45.0	2979	AK	1972.0	61.124546	4130.0	Anchorage	9.0	3728.0	709400.0	3928.0	99507	1.31	3.0	5.0	709400	9.0	1
4942	-149.75730	2020.0	45.0	2410	AK	1974.0	61.124630	3566.0	Anchorage	9.0	3735.0	573900.0	2576.0	99507	1.31	2.5	4.0	573900	10.0	1

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters